# Exercism: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/exercism

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 0% | 45 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Exercism, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- adaface.com: 1
- awesome.ecosyste.ms: 1
- blog.imocha.io: 1
- capterra.co.za: 1
- capterra.com: 1
- coderbyte.com: 1
- codility.com: 1
- g2.com: 1
- geektastic.com: 1
- getapp.ie: 1

### Pages cited

- https://adaface.com/coding-assessment-tools: 1
- https://awesome.ecosyste.ms/lists/dailydotdev%2Fawesome-developer-recruiting: 1
- https://blog.imocha.io/coding-assessment-tools: 1
- https://capterra.co.za/software/189909/coderbyte: 1
- https://capterra.com/p/189909/Coderbyte: 1
- https://capterra.com/p/203823/TestGorilla: 1
- https://capterra.com/p/203823/TestGorilla/pricing: 1
- https://coderbyte.com/: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.